Used to describe an average looking girl in a predominantly-male college class, like math or computer science. Normally you wouldn't look twice at her, but when its either her or 30 dudes to look at for a whole semester, she becomes attractive.

"Any hot girls in your classes?"
"I'm a CSC major. No hot chicks, but one of them is Math Hot."